[HTML][HTML] An in-depth review of machine learning based Android malware detection
It is estimated that around 70% of mobile phone users have an Android device. Due to this
popularity, the Android operating system attracts a lot of malware attacks. The sensitive …
popularity, the Android operating system attracts a lot of malware attacks. The sensitive …
A survey of android application and malware hardening
In the age of increasing mobile and smart connectivity, malware poses an ever evolving
threat to individuals, societies and nations. Anti-malware companies are often the first and …
threat to individuals, societies and nations. Anti-malware companies are often the first and …
Deep feature extraction and classification of android malware images
The Android operating system has gained popularity and evolved rapidly since the previous
decade. Traditional approaches such as static and dynamic malware identification …
decade. Traditional approaches such as static and dynamic malware identification …
Malicious application detection in android—a systematic literature review
Context: In last decade, due to tremendous usage of smart phones it seems that these
gadgets became an essential necessity of day-to-day life. People are using new …
gadgets became an essential necessity of day-to-day life. People are using new …
Constructing features for detecting android malicious applications: issues, taxonomy and directions
The number of applications (apps) available for smart devices or Android based IoT (Internet
of Things) has surged dramatically over the past few years. Meanwhile, the volume of ill …
of Things) has surged dramatically over the past few years. Meanwhile, the volume of ill …
Obfuscation-resilient android malware analysis based on complementary features
Existing Android malware detection methods are usually hard to simultaneously resist
various obfuscation techniques. Therefore, bytecode-based code obfuscation becomes an …
various obfuscation techniques. Therefore, bytecode-based code obfuscation becomes an …
Sharing more and checking less: Leveraging common input keywords to detect bugs in embedded systems
IoT devices have brought invaluable convenience to our daily life. However, their
pervasiveness also amplifies the impact of security vulnerabilities. Many popular …
pervasiveness also amplifies the impact of security vulnerabilities. Many popular …
[HTML][HTML] Android application forensics: A survey of obfuscation, obfuscation detection and deobfuscation techniques and their impact on investigations
X Zhang, F Breitinger, E Luechinger… - Forensic Science …, 2021 - Elsevier
Android obfuscation techniques include not only classic code obfuscation techniques that
were adapted to Android, but also obfuscation methods that target the Android platform …
were adapted to Android, but also obfuscation methods that target the Android platform …
A survey and evaluation of android-based malware evasion techniques and detection frameworks
Android platform security is an active area of research where malware detection techniques
continuously evolve to identify novel malware and improve the timely and accurate detection …
continuously evolve to identify novel malware and improve the timely and accurate detection …
The rise of obfuscated Android malware and impacts on detection methods
The various application markets are facing an exponential growth of Android malware. Every
day, thousands of new Android malware applications emerge. Android malware hackers …
day, thousands of new Android malware applications emerge. Android malware hackers …